| Number of Variables | 15 |
|---|---|
| Number of Rows | 11150 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 5562 |
| Duplicate Rows (%) | 49.9% |
| Total Size in Memory | 6.9 MB |
| Average Row Size in Memory | 648.1 B |
| Variable Types |
|
| Dataset has 5562 (49.88%) duplicate rows | Duplicates |
|---|---|
| player has a high cardinality: 4866 distinct values | High Cardinality |
| club has a high cardinality: 332 distinct values | High Cardinality |
| Apps has a high cardinality: 589 distinct values | High Cardinality |
| SpG has a high cardinality: 57 distinct values | High Cardinality |
| AerialsWon has a high cardinality: 74 distinct values | High Cardinality |
| Red has constant length 1 | Constant Length |
numerical
| Approximate Distinct Count | 770 |
|---|---|
| Approximate Unique (%) | 6.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 174.2 KB |
| Mean | 194.3416 |
| Minimum | 1 |
| Maximum | 770 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 21 |
| Q1 | 87 |
| Median | 169 |
| Q3 | 252 |
| 95-th Percentile | 496.55 |
| Maximum | 770 |
| Range | 769 |
| IQR | 165 |
| Mean | 194.3416 |
|---|---|
| Standard Deviation | 148.524 |
| Variance | 22059.3877 |
| Sum | 2.1669e+06 |
| Skewness | 1.4447 |
| Kurtosis | 2.4504 |
| Coefficient of Variation | 0.7642 |
categorical
| Approximate Distinct Count | 4866 |
|---|---|
| Approximate Unique (%) | 43.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 849.4 KB |
| Mean | 13.0046 |
|---|---|
| Standard Deviation | 3.3208 |
| Median | 13 |
| Minimum | 3 |
| Maximum | 26 |
| 1st row | Hakim Ziyech |
|---|---|
| 2nd row | Alireza Jahanbakhs... |
| 3rd row | Hirving Lozano |
| 4th row | David Neres |
| 5th row | Steven Berghuis |
| Count | 134102 |
|---|---|
| Lowercase Letter | 112159 |
| Space Separator | 10694 |
| Uppercase Letter | 21943 |
| Dash Punctuation | 157 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 332 |
|---|---|
| Approximate Unique (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 825.8 KB |
| Mean | 10.8408 |
|---|---|
| Standard Deviation | 4.3592 |
| Median | 10 |
| Minimum | 4 |
| Maximum | 23 |
| 1st row | Ajax |
|---|---|
| 2nd row | AZ Alkmaar |
| 3rd row | PSV Eindhoven |
| 4th row | Ajax |
| 5th row | Feyenoord |
| Count | 113457 |
|---|---|
| Lowercase Letter | 93095 |
| Space Separator | 6687 |
| Uppercase Letter | 20362 |
| Dash Punctuation | 112 |
| Decimal Number | 378 |
numerical
| Approximate Distinct Count | 25 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 174.2 KB |
| Mean | 26.8876 |
| Minimum | 17 |
| Maximum | 41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 17 |
|---|---|
| 5-th Percentile | 21 |
| Q1 | 24 |
| Median | 27 |
| Q3 | 30 |
| 95-th Percentile | 34 |
| Maximum | 41 |
| Range | 24 |
| IQR | 6 |
| Mean | 26.8876 |
|---|---|
| Standard Deviation | 4.1362 |
| Variance | 17.1085 |
| Sum | 299797 |
| Skewness | 0.3092 |
| Kurtosis | -0.3203 |
| Coefficient of Variation | 0.1538 |
categorical
| Approximate Distinct Count | 589 |
|---|---|
| Approximate Unique (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 748.2 KB |
| Mean | 3.7138 |
|---|---|
| Standard Deviation | 1.6222 |
| Median | 4 |
| Minimum | 1 |
| Maximum | 6 |
| 1st row | 34 |
|---|---|
| 2nd row | 33 |
| 3rd row | 29 |
| 4th row | 28(4) |
| 5th row | 31 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 26687 |
numerical
| Approximate Distinct Count | 2462 |
|---|---|
| Approximate Unique (%) | 22.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 174.2 KB |
| Mean | 1438.1838 |
| Minimum | 15 |
| Maximum | 4410 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 15 |
|---|---|
| 5-th Percentile | 271 |
| Q1 | 617 |
| Median | 1282 |
| Q3 | 2169 |
| 95-th Percentile | 3033 |
| Maximum | 4410 |
| Range | 4395 |
| IQR | 1552 |
| Mean | 1438.1838 |
|---|---|
| Standard Deviation | 920.1698 |
| Variance | 846712.4141 |
| Sum | 1.6036e+07 |
| Skewness | 0.4802 |
| Kurtosis | -0.7573 |
| Coefficient of Variation | 0.6398 |
categorical
| Approximate Distinct Count | 32 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 719.1 KB |
| Mean | 1.0376 |
|---|---|
| Standard Deviation | 0.1902 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 2 |
| 1st row | 9 |
|---|---|
| 2nd row | 21 |
| 3rd row | 17 |
| 4th row | 14 |
| 5th row | 18 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 4834 |
| Decimal Number | 6735 |
categorical
| Approximate Distinct Count | 17 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 718.7 KB |
| Mean | 1.0078 |
|---|---|
| Standard Deviation | 0.08799 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 2 |
| 1st row | 15 |
|---|---|
| 2nd row | 12 |
| 3rd row | 8 |
| 4th row | 11 |
| 5th row | 12 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 5127 |
| Decimal Number | 6110 |
categorical
| Approximate Distinct Count | 17 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 718.9 KB |
| Mean | 1.0216 |
|---|---|
| Standard Deviation | 0.1454 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 2 |
| 1st row | 4 |
|---|---|
| 2nd row | 3 |
| 3rd row | 4 |
| 4th row | 3 |
| 5th row | 5 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 2153 |
| Decimal Number | 9238 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 718.7 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | 2 |
| 4th row | - |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 9788 |
| Decimal Number | 1362 |
categorical
| Approximate Distinct Count | 57 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 736.8 KB |
| Mean | 2.6633 |
|---|---|
| Standard Deviation | 0.7484 |
| Median | 3 |
| Minimum | 1 |
| Maximum | 3 |
| 1st row | 4.9 |
|---|---|
| 2nd row | 4.3 |
| 3rd row | 3.4 |
| 4th row | 2.1 |
| 5th row | 2.9 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 1051 |
| Decimal Number | 19372 |
numerical
| Approximate Distinct Count | 505 |
|---|---|
| Approximate Unique (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 174.2 KB |
| Mean | 76.6633 |
| Minimum | 31.8 |
| Maximum | 96.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 31.8 |
|---|---|
| 5-th Percentile | 59 |
| Q1 | 71.9 |
| Median | 78.1 |
| Q3 | 83 |
| 95-th Percentile | 89.2 |
| Maximum | 96.1 |
| Range | 64.3 |
| IQR | 11.1 |
| Mean | 76.6633 |
|---|---|
| Standard Deviation | 9.2749 |
| Variance | 86.0243 |
| Sum | 854796 |
| Skewness | -1.0165 |
| Kurtosis | 1.5201 |
| Coefficient of Variation | 0.121 |
categorical
| Approximate Distinct Count | 74 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 738.0 KB |
| Mean | 2.7754 |
|---|---|
| Standard Deviation | 0.6315 |
| Median | 3 |
| Minimum | 1 |
| Maximum | 3 |
| 1st row | 0.2 |
|---|---|
| 2nd row | 0.7 |
| 3rd row | 0.6 |
| 4th row | 0.3 |
| 5th row | 0.4 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 383 |
| Decimal Number | 20665 |
categorical
| Approximate Distinct Count | 16 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 718.7 KB |
| Mean | 1.0009 |
|---|---|
| Standard Deviation | 0.02994 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 2 |
| 1st row | 9 |
|---|---|
| 2nd row | 14 |
| 3rd row | 8 |
| 4th row | 6 |
| 5th row | 9 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 6634 |
| Decimal Number | 4526 |
numerical
| Approximate Distinct Count | 218 |
|---|---|
| Approximate Unique (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 174.2 KB |
| Mean | 6.7719 |
| Minimum | 5.82 |
| Maximum | 9.11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 5.82 |
|---|---|
| 5-th Percentile | 6.25 |
| Q1 | 6.56 |
| Median | 6.76 |
| Q3 | 6.98 |
| 95-th Percentile | 7.32 |
| Maximum | 9.11 |
| Range | 3.29 |
| IQR | 0.42 |
| Mean | 6.7719 |
|---|---|
| Standard Deviation | 0.3251 |
| Variance | 0.1057 |
| Sum | 75506.15 |
| Skewness | 0.3629 |
| Kurtosis | 1.0268 |
| Coefficient of Variation | 0.048 |